Critiques to Nudging: Exploring the I-frame and S-frame approaches
Justo Hidalgo
Chief AI Officer at Adigital. Highly interested in Responsible AI and Behavioral Psychology. PhD in Computer Science. Book author, working on my fourth one!
Nudging is a behavioral science technique that, starting with the seminal work of Richard Thaler and Cass Sunstein and their overall success book, Nudge, has emerged as a powerful tool to influence individual decisions and behaviors in ways that benefit both individuals and society at large. Nudges are subtle design elements in environments where choices are made, guiding people towards better decisions without restricting their freedom of choice (hence the concept's original name of "libertarian paternalism"). Despite their widespread adoption and success in various domains, nudges have attracted critiques that question their ethical implications. Among these, the I-frame (Individual framing) and S-frame (Systemic or Social framing) critiques, from Nick Chater and George Loewenstein's paper from 2022, "The i-Frame and the s-Frame: How Focusing on Individual-Level Solutions Has Led Behavioral Public Policy Astray", provide some interesting insights into the complexities of nudging.
I-frame and S-frame
The I-frame critique posits that nudges, by focusing on the individual's decision-making, may inadvertently neglect the broader systemic issues that shape those decisions. For instance, nudging someone towards healthier eating habits does not address the underlying issues of food deserts or economic barriers to accessing healthy food. This critique raises concerns about an overemphasis on individual responsibility, potentially overlooking the structural changes needed to address societal issues.
Conversely, the S-frame critique shifts the lens towards systemic factors, arguing that nudges might reinforce or perpetuate existing inequalities by focusing too narrowly on individual behaviors. This perspective suggests that while nudges aim to improve decision-making, they must be designed with an acute awareness of the broader social and systemic context to avoid unintended consequences that exacerbate social disparities.
Cass Sunstein's Defense of Nudges
Amidst these critiques, Cass Sunstein, a proponent of nudging, offers a pragmatic defense, emphasizing the practical benefits that nudges provide.
Sunstein argues that nudges, when thoughtfully implemented, have the potential to help millions of people make better choices, as evidenced by successful interventions in health, finance, and environmental behavior. For example, automatic enrollment in retirement savings plans significantly increases participation rates, demonstrating a nudge's capacity to enhance individual and societal well-being.
Moreover, Sunstein acknowledges that nudges are not a "solve-it-all" for all societal challenges. He emphasizes the importance of a diverse toolkit from behavioral science to address complex problems. One can use different tools in their toolbelet, and combining nudges with other approaches from behavioral science and beyond, including regulation, education, and incentives, may create holistic solutions that can tackle both individual and systemic issues.
Personally I like how Chater and Loewenstein's paper clearly shows the weakeness and challenges when focusing on nudges, but my overall understanding lies in favor of Sunstein. In my book "En la mente del usuario" (in Spanish), I try to merge this tool with others from the applied behavioral science world that help come up with better solutions, without being dogmatic on whether Nudges, Hook, CREATe or others come first. The dialogue between the I-frame and S-frame critiques and Sunstein's defense highlights a crucial aspect (at least for me) of behavioral science interventions: the need for balance. While nudges offer a powerful means to influence behavior positively, their design and implementation must consider individual autonomy, societal inequalities, and the broader systemic context.
We could also apply this to other methodological wars such as "agile" in the software world, but that's another story.